Everything on AI Adoption & Workforce Productivity

AI tool adoption has reached near 100% of daily active workers, with token consumption distribution heavily skewed toward top-tier users, indicating rapid productivity divergence across technical teams.

Impact: Organizations must recalibrate performance metrics from raw token consumption to quality-adjusted output, preventing resource waste and aligning AI usage with actual business value.

— from Shopify's AI Infrastructure & Auto-Research Strategies · Latent Space: The AI Engineer Podcast· Apr 22, 2026